code: def __init__(self, dim, eps=1e-5):
      super().__init__()
      self.eps = eps
      self.gamma = nn.Parameter(torch.ones(dim))
      self.register_buffer("beta", torch.zeros(dim))
  
imports: import torch
  import torch.nn.functional
  from einops import rearrange
  from torch import matmul, nn
label_desc: Use image node_id 1 to create a new LayerNorm object from inherited base classes: nn with example: obj = LayerNorm(dim, eps)